It's unfortunately not possible. Windows Phone doesn’t support the language (Python) or libraries (gtk, …) needed to run Chirp.

A windows home tablet like the Dell Venue 8 or HP stream 7 are the smallest Windows devices that can run Chirp.

Sent from my Windows 10 phone

From: Gary Runningbear
Sent: Monday, March 21, 2016 4:42 PM
To: Discussion of CHIRP
Subject: [chirp_users] Windows phone

Does anyone know if chirp or the prolific driver will work on a Windows phone?